Rock the JVM

OCTOBER 30, 2022

This article is for Scala beginners. After you learn the language, the next big thing you need to master is how to write essential “algorithms” in Scala. This tends to make algorithms in Scala quite difficult. This article works identically for Scala 2 and Scala 3. map ( row => row. grouped ( 3 ).

Scala 40

Scala Algorithm Java Coding 40

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. At the same time, computer science has traditionally focused on algorithms, coding, and software[development processes, data science focuses on extracting meaning from data using systematic methods.

Programming Language 98

Programming Language Data Science Programming Java 98

Rock the JVM

JUNE 5, 2023

Http4s is one of the most powerful libraries in the Scala ecosystem, and it’s part of the Typelevel stack. If you want to master the Typelevel Scala libraries with real-life practice, check out the Typelevel Rite of Passage course, a full-stack project-based course. by Herbert Kateu Hey, it’s Daniel here. val scala3Version = "3.2.2"

Scala 52

Scala Coding Accessibility Accessible 52

Rock the JVM

JUNE 5, 2023

Http4s is one of the most powerful libraries in the Scala ecosystem, and it’s part of the Typelevel stack. If you want to master the Typelevel Scala libraries with real-life practice, check out the Typelevel Rite of Passage course, a full-stack project-based course. by Herbert Kateu Hey, it’s Daniel here. val scala3Version = "3.2.2"

Scala 52

Scala Coding Accessibility Accessible 52

Data Engineering Podcast

JULY 31, 2022

In this episode David Bader explains how the framework operates, the algorithms that are built into it to support complex analyses, and how you can start using it today. Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java.

Data Analysis 100

Data Analysis MongoDB Algorithm MySQL 100

Netflix Tech

FEBRUARY 13, 2023

Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution. an algorithm that converts a video to a fixed-size vector) and use that embedding to identify and remove duplicate shots.

Media 119

Media Machine Learning Metadata Algorithm 119

Rock the JVM

NOVEMBER 27, 2022

This article is for Scala developers of all levels - you don’t need any fancy Scala knowledge to make the best out of this piece. For those who don’t know yet, almost the entire Twitter backend runs on Scala, and the Finagle library is at the core of almost all Twitter services. Finagle is an RPC library for distributed systems.

Scala 40

Scala Algorithm Systems Building 40

LinkedIn Engineering

OCTOBER 2, 2023

Refining the LinkedIn member experience In my role at LinkedIn, I’m on one of the consumer-facing teams responsible for the algorithm recommending the feed to LinkedIn members. I program in Python, Scala, and Java as I toggle between analyzing data, running machine learning experiments, and evaluating business impact.

Data Science 85

Data Science Machine Learning Algorithm Scala 85

Knowledge Hut

JULY 7, 2023

Scala Scala is a programming language that combines object-oriented and functional programming paradigms. It runs on the JVM and offers seamless Java interoperability, making it easy for Java developers to transition to Scala.

Java 97

Java Technology Programming Language Scala 97

Knowledge Hut

DECEMBER 27, 2023

These experts are well-versed in programming languages, have access to databases, and have a broad understanding of topics like operating systems, debugging, and algorithms. Scala Scala is a functional programming language that many people find fairly simple to learn and is another essential language for software engineering experts.

Software Engineering 98

Software Engineering Software Engineer Engineering Programming Language 98

Knowledge Hut

JANUARY 18, 2024

Data science is the application of scientific methods, processes, algorithms, and systems to analyze and interpret data in various forms. At the same time, computer science has traditionally focused on algorithms, coding, and software[development processes, data science focuses on extracting meaning from data using systematic methods.

Programming Language 75

Programming Language Data Science Programming Java 75

Knowledge Hut

DECEMBER 22, 2023

Python R SQL Java Julia Scala C/C++ JavaScript Swift Go MATLAB SAS Data Manipulation and Analysis: Develop skills in data wrangling, data cleaning, and data preprocessing. Machine Learning: Understand and implement various machine learning algorithms, including supervised and unsupervised learning techniques.

Portfolio 98

Portfolio Data Science Programming Language Scala 98

AltexSoft

OCTOBER 30, 2021

They’re integral specialists in data science projects and cooperate with data scientists by backing up their algorithms with solid data pipelines. Choosing an algorithm. Data scientists are well versed in algorithms and data-related problems to be able to make a solid choice. Data scientist’s skills: Stats and Algorithms.

Data Engineer 98

Data Engineer Data Engineering Engineering Machine Learning 98

Data Engineering Podcast

APRIL 22, 2019

Evan Weaver is the co-founder and CEO of Fauna and in this episode he explains the unique capabilities of Fauna, compares the consensus and transaction algorithm to that used in other NewSQL systems, and describes the ways that it allows for new application design patterns.

Database 100

Database Cloud NoSQL Scala 100

Data Engineering Podcast

JULY 27, 2020

To help other people find the show please leave a review on iTunes and tell your friends and co-workers Join the community in the new Zulip chat workspace at dataengineeringpodcast.com/chat Links Jepsen Riak Distributed Systems TLA+ Coq Isabelle Cassandra DTest FoundationDB Podcast Episode CRDT == Conflict-free Replicated Data-type Podcast Episode (..)

Systems 100

Systems Building Scala Java 100

Knowledge Hut

APRIL 25, 2024

Data Structures and Algorithms In simple terms, the way to organize and store data can be referred to as data structures. There are various things that you should learn under this, and some of them are: Arrays Linked Lists Stacks Queues Graphs Hash Tables Binary Search Tree Now we come to algorithms.

Programming Language 98

Programming Language Java Algorithm MySQL 98

Data Engineering Podcast

JUNE 26, 2022

Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java. Ascend users love its declarative pipelines, powerful SDK, elegant UI, and extensible plug-in architecture, as well as its support for Python, SQL, Scala, and Java.

Data Management 100

Data Management Management MongoDB MySQL 100

Zalando Engineering

APRIL 12, 2017

I would like to highlight a few important points which usually pop up while designing parallel computation algorithms. Let’s take a step back and understand the concept and reasoning behind parallel computation. Then there's the question of when should you NOT use parallelised computation?

Scala 40

Scala Algorithm Programming Big Data 40

Cloudera

JULY 18, 2022

In this blog we will explore how we can use Apache Flink to get insights from data at a lightning-fast speed, and we will use Cloudera SQL Stream Builder GUI to easily create streaming jobs using only SQL language (no Java/Scala coding required). It provides flexible and expressive APIs for Java and Scala. Use case recap.

Process 91

Process Kafka Scala SQL 91

Knowledge Hut

DECEMBER 26, 2023

Mathematics and Statistics Data Science job roles require the knowledge of Mathematics and Statistics because Data Science relies on Machine Learning algorithms which, in turn require knowledge of Mathematics to analyze and discover insights from data. Data scientists work on deploying algorithms to the prepared data by the data engineers.

Data Science 97

Data Science BI Machine Learning Business Intelligence 97

Rock the JVM

OCTOBER 10, 2021

Level 90 of type-level programming: implementing a real sorting algorithm on lists as types

Programming 52

Programming Scala Algorithm 52

Rock the JVM

OCTOBER 10, 2021

Level 90 of type-level programming: implementing a real sorting algorithm on lists as types

Programming 52

Programming Scala Algorithm 52

Snowflake

MARCH 30, 2023

B) Transformations – Feature engineering into business vault Transformations can be supported in SQL, Python, Java, Scala—choose your poison! By adding the ability to run your Java , Scala , and Python within the platform, you no longer need to rely on external programming interfaces to run your transformations/algorithms.

Engineering 105

Engineering Raw Data Data Science Machine Learning 105

U-Next

MARCH 7, 2023

Hadoop Scala Spark Flume Define N-gram. Cluster analysis Bayesian methodologies Markov process Rank statistics Clustering algorithms possess what properties? In order to filter out information from the system, it analyzes data from other users and their interactions with the system.

Data Mining 96

Data Mining Scala Government Data Governance 96

Knowledge Hut

MAY 2, 2024

As per Apache, “ Apache Spark is a unified analytics engine for large-scale data processing ” Spark is a cluster computing framework, somewhat similar to MapReduce but has a lot more capabilities, features, speed and provides APIs for developers in many languages like Scala, Python, Java and R.

Scala 52

Scala Hospitality Machine Learning Healthcare 52

ProjectPro

FEBRUARY 21, 2023

Python, Java, and Scala knowledge are essential for Apache Spark developers. Various high-level programming languages, including Python, Java , R, and Scala, can be used with Spark, so you must be proficient with at least one or two of them. Creating Spark/Scala jobs to aggregate and transform data.

Scala 52

Scala Programming Language Hadoop Java 52

Knowledge Hut

DECEMBER 29, 2023

A Data Engineer is someone proficient in a variety of programming languages and frameworks, such as Python, SQL, Scala, Hadoop, Spark, etc. Apply the algorithms to a real-world situation, optimize the models learned, and report on the predicted accuracy that can be reached using the models. Also, they need to be familiar with ETL.

Data Science 98

Data Science Data Mining Deep Learning Programming Language 98

Knowledge Hut

APRIL 25, 2024

Spark provides an interactive shell that can be used for ad-hoc data analysis, as well as APIs for programming in Java, Python, and Scala. Spark also supports SQL queries and machine learning algorithms. This is where algorithms are used to analyze the data and extract insights. Data processing is where the real magic happens.

Big Data 98

Big Data Technology Hadoop NoSQL 98

Edureka

AUGUST 2, 2023

Python is the best language for managing massive datasets and effectively performing complex algorithms because of its syntax and variety of packages. Scala Scala, a statically typed language, is often used in conjunction with Apache Spark, a big data processing framework.

Programming Language 52

Programming Language Programming Scala Pharmaceutical 52

LinkedIn Engineering

APRIL 11, 2023

While the size can be optimized using standard compression algorithms like gzip, compression and decompression consumes additional hardware resources, and may be disproportionately expensive or unavailable in some environments. The first challenge is that JSON is a textual format, which tends to be verbose.

Programming Language 91

Programming Language Java Scala Programming 91

Netflix Tech

SEPTEMBER 10, 2019

Our A/B tests range across UI, algorithms, messaging, marketing, operations, and infrastructure changes. A user might be in a title artwork test , personalization algorithm test , or a video encoding testing , or all three at the same time. At any point a Netflix user is in many different A/B tests orchestrated through ABlaze.

Python 88

Python Raw Data SQL Datasets 88

Knowledge Hut

MARCH 13, 2024

AI is the science of simulating human intelligence by using machines, software, and networks of complex algorithms to carry out specific tasks. AI engineers are responsible for developing, programming, and training complex algorithms that can mimic human intelligence while carrying out specific tasks. What is Artificial Intelligence?

Engineering 52

Engineering Programming Language Scala Algorithm 52

AltexSoft

JUNE 7, 2021

Hadoop uses Apache Mahout to run machine learning algorithms for clustering, classification, and other tasks on top of MapReduce. GraphX offers a set of operators and algorithms to run analytics on graph data. Written in Scala, the framework also supports Java, Python, and R. Processing options. Multi-language intuitive APIs.

Big Data Tools 98

Big Data Tools Hadoop Big Data Database-centric 98

LinkedIn Engineering

FEBRUARY 27, 2023

Transforming the newsfeed experience In my role, I design ML algorithms and train models to rank the quality of content for our members (i.e., LinkedIn users), and how they interact in the LinkedIn mobile app — leveraging Scala, Java, Python, among other languages.

Food 60

Food Recruitment Machine Learning Electronics 60

Knowledge Hut

DECEMBER 26, 2023

Deep Learning By Ian Goodfellow, Yoshua Bengio, and Aaron Courville As an advanced learner, this book should be your Bible for learning about deep learning algorithms. You will get to learn more about backpropagation algorithms, recurrent neural nets, convnets, and even other topics like attention mechanisms, unsupervised deep learning, etc.

Data Science 52

Data Science Programming Language Scala R (Programming) 52

Zalando Engineering

FEBRUARY 14, 2017

But instead of the spoon, there's Scala. Let me deconstruct this workshop title for you: The “type level” part is implying that it’s concerned with operating on the types of values used by computations of your Scala programs, in opposition to the regular value level meaning.

Scala 40

Scala Bytes Programming Algorithm 40

Knowledge Hut

JUNE 11, 2024

Java and data science allow applying machine learning algorithms to real-world business products and applications. Scala is being used in machine learning technologies and big data processing tools like Apache Spark. Scala is built on the JVM and performs rather well with Java as compared to Scala.

Java 52

Java Data Science Programming Language Scala 52